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INTELLIGENT BIOMETRIC GROUP USM

2022 Publications

 

Journals and Books/Book Chapters: 

  1. Hoo, Seng Chun, Haidi Ibrahim, and Shahrel Azmin Suandi, 2022, "ConvFaceNeXt: Lightweight Networks for Face Recognition", Mathematics 10, no. 19: 3592. https://doi.org/10.3390/math10193592 (JIF21: 2.592) (Q1)

  2. Lai, Chi Qin, Haidi Ibrahim, Shahrel Azmin Suandi, and Mohd Zaid Abdullah, 2022, "Convolutional Neural Network for Closed-Set Identification from Resting State Electroencephalography", Mathematics 10, no. 19: 3442. https://doi.org/10.3390/math10193442 (JIF21: 2.592) (Q1)

  3. Qusay Hamad, Hussein Samma, Shahrel Azmin Suandi, and Junita Mohamad-Saleh, 2022, “Q-Learning Embedded Sine Cosine Algorithm (QLESCA)", Expert Systems with Applications (ESWA), Volume 193, 1 May 2022, 116417. https://doi.org/10.1016/j.eswa.2021.116417 (JIF21: 8.665) (Q1)

  4. Abduljalil Radman, Amer Sallam, and Shahrel Azmin Suandi, 2022, "Deep residual network for face sketch synthesis", Expert Systems with Applications (ESWA), Volume 190, 15 March 2022, 115980. https://doi.org/10.1016/j.eswa.2021.115980 (JIF21: 8.665) (Q1) 

  5. Mohd Saqib Akhoon, Shahrel Azmin Suandi, Abdullah Alshahrani, Abdul-Malik H.Y. Saad, Fahad R. Albogamy, Mohd Zaid Bin Abdullah, and Sajad A. Loan, 2022, "High performance accelerators for deep neural networks: A review", Expert Systems, 39(1), e12831. https://doi.org/10.1111/exsy.12831 (JIF21: 2.812) (Q2) 

 

Conferences:  

  1. Qusay Shihab Hamad, Hussein Samma, and Shahrel Azmin Suandi, 2022, “Optimize CNN Hyperparameter for Medical Image Diagnosis using Metaheuristic Algorithms: A short recent Review (2019-2022)”, 11th International Conference on Global Optimization and Its Application (ICoGOIA2022), Malacca, Malaysia, 26 – 27 November 2022. (SCOPUS)

  2. Qusay Shihab Hamad, Hussein Samma, and Shahrel Azmin Suandi, 2022, “Analysis of Transferred Pre-Trained Deep Convolution Neural Networks in Breast Masses Recognition”, 11th International Conference on Global Optimization and Its Application (ICoGOIA2022), Malacca, Malaysia, 26 – 27 November 2022. (SCOPUS)